Question Answering on G-Medical
67.13LLM AccuracyMemGraphRAG
Evaluation Results
| Method | Links | |
|---|---|---|
| MemGraphRAGMethod Category=Graph-based RAG Methods2026.05 | 67.13 | |
| HippoRAG2Method Category=Graph-based RAG Methods2026.05 | 67.11 | |
| E2GraphRAGMethod Category=Graph-based RAG Methods2026.05 | 62.47 | |
| Vanilla RAG (Top-5)Method Category=Non-structure Methods, Top-k Retrieval=52026.05 | 59.81 | |
| LazyGraphRAGMethod Category=Graph-based RAG Methods2026.05 | 58.79 | |
| LightRAGMethod Category=Graph-based RAG Methods2026.05 | 58.68 | |
| RAPTORMethod Category=Graph-based RAG Methods2026.05 | 57.63 | |
| HippoRAGMethod Category=Graph-based RAG Methods2026.05 | 57.3 | |
| KGPMethod Category=Graph-based RAG Methods2026.05 | 56.94 | |
| Vanilla RAG (Top-3)Method Category=Non-structure Methods, Top-k Retrieval=32026.05 | 55.38 | |
| MS-GraphRAGMethod Category=Graph-based RAG Methods2026.05 | 53.22 | |
| Vanilla RAG (Top-1)Method Category=Non-structure Methods, Top-k Retrieval=12026.05 | 52.73 | |
| G-retrieverMethod Category=Graph-based RAG Methods2026.05 | 50.77 | |
| llama-70B-instructMethod Category=Non-structure Methods2026.05 | 39.31 |